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Daniel Klotz

3 papers · 2021–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

NeurIPS (2) ICML (1)

Top co-authors

Sepp Hochreiter (3) Andreas Auer (1) Claus Hofmann (1) Pieter-Jan Hoedt (1) Frederik Kratzert (1) Markus Holzleitner (1) Simon Schmid (1) Christina Halmich (1) Guenter Klambauer (1) Martin Gauch (1)

Research topics

Machine Learning (3) Artificial Intelligence (1) Data Science & Analytics (1) Deep Learning (1) Application Areas (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types (1) Methods (1) Optimization & Theory (1)

Keywords

conformal prediction (1) uncertainty quantification (1) time series (1) time series forecasting (1) hopfield network (1) long short-term memory (1) physics-informed learning (1) decision boundary (1) out-of-distribution detection (1) energy-based learning (1) outlier exposure (1) mass conservation (1) hopfield energy (1)

Papers

Energy-based Hopfield Boosting for Out-of-Distribution Detection NeurIPS 2024 Conformal Prediction for Time Series with Modern Hopfield Networks NeurIPS 2023 MC-LSTM: Mass-Conserving LSTM ICML 2021